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Cell Segmentation Beyond 2D—A Review of the State‐of‐the‐Art

Advanced Intelligent Discovery, EarlyView.
Cell segmentation underpins many biological image analysis tasks, yet most deep learning methods remain limited to 2D despite the inherently 3D nature of cellular processes. This review surveys segmentation approaches beyond 2D, comparing 2.5D and fully 3D methods, analyzing 31 models and 32 volumetric datasets, and introducing a unified reference ...
Fabian Schmeisser, Haseeb Muhammad, Junaid Younas, Gillian Lovell, Bianca Migliori, Andreas Dengel, Sheraz Ahmed   +6 more
wiley   +1 more source

An Autonomous Large Language Model‐Agent Framework for Transparent and Local Time Series Forecasting

Advanced Intelligent Discovery, EarlyView.
Architecture of the proposed large language model (LLM)‐based agent framework for autonomous time series forecasting in thermal power generation systems. The framework operates through a vertical pipeline initiated by natural language queries from users, which are processed by the LLM Agent Core powered by Llama.cpp and a ReAct loop with persistent ...
William Gouvêa Buratto, Gabriel Villarrubia Gonzalez, Ademir Nied, Laio Oriel Seman, Anne Carolina Rodrigues Klaar, Stefano Frizzo Stefenon   +5 more
wiley   +1 more source

Women's workplace transitions in saudi arabia following the driving reform: An ordered logit analysis. [PDF]

PLoS One
Alturif G, Saleh W.
europepmc   +1 more source

Techno-overload and employee outcomes: relationships with job insecurity, turnover intention, and occupation insecurity among Lithuanian employees. [PDF]

Front Sociol
Okunevičiūtė Neverauskienė L, Bagdžiūnienė D.   +1 more
europepmc   +1 more source

Opting in to paid work in old age. [PDF]

Gerontologist
Platts LG, Cahill KE.
europepmc   +1 more source

Job Market Signalling and Job Search [PDF]

, 2008
The high cost of searching for employers borne by prospective employees increases friction in the labor market and inhibits formation of efficient employer-employee relationships. It is conventionally agreed that mechanisms that reduce the search costs (e.g., internet portals for job search) lower unemployment and improve overall welfare.
Andriy Zapechelnyuk, Ro'i Zultan
openaire   +3 more sources

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The size of the IT job market

Communications of the ACM, 2008
Comparing the U.S. IT job markets of the 1990s and 2000s.
Chuck Litecky, Bipin Prabhakar, Kirk P. Arnett   +2 more
openaire   +2 more sources

The IT/IS job market

Proceedings of the 2006 ACM SIGMIS CPR conference on computer personnel research: Forty four years of computer personnel research: achievements, challenges & the future, 2006
This paper describes parallels between the IS/IT job market of the 1990's to that of the current decade using longitudinal data collected for these periods from job position ads. Although the data exhibits some measurement issues, it offers insight into the relative size of the specialized job market for IS/IT personnel at its peak in the late 90's to ...
Chuck Litecky, Bipin Prabhakar, Kirk P. Arnett   +2 more
openaire   +2 more sources